Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 10 May 2021

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Amazon S3 skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon S3 over the 6 months to 10 May 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Simple Storage Service (S3)
England > London
6 months to
10 May 2021		 Same period 2020 Same period 2019
Rank 139 196 213
Rank change year-on-year +57 +17 +81
Contract jobs citing Amazon S3 451 278 565
As % of all contract jobs advertised in London 1.94% 1.30% 1.37%
As % of the Cloud Services category 5.09% 3.82% 4.46%
Number of daily rates quoted 401 227 307
10th Percentile £438 £454 £404
25th Percentile £488 £500 £475
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - -
75th Percentile £663 £650 £624
90th Percentile £713 £703 £675
England median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% -
Number of hourly rates quoted 0 0 2
Median hourly rate - - £31.25
England median hourly rate £50.00 - £31.25

Amazon S3 is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for cloud computing skills.

All Cloud Skills
London
Contract vacancies with a requirement for cloud computing skills 8,855 7,285 12,657
As % of all contract IT jobs advertised in London 38.05% 34.05% 30.71%
Number of daily rates quoted 6,501 5,432 9,271
10th Percentile £363 £319 £350
25th Percentile £431 £425 £425
Median daily rate (50th Percentile) £525 £525 £525
75th Percentile £625 £619 £606
90th Percentile £700 £700 £675
England median daily rate £500 £500 £500
Number of hourly rates quoted 33 51 66
10th Percentile £15.25 £15.50 £12.88
25th Percentile £21.73 £20.00 £17.89
Median hourly rate £45.00 £26.44 £21.00
Median % change year-on-year +70.20% +25.90% -16.00%
75th Percentile £65.00 £55.00 £34.58
90th Percentile £68.00 £78.75 £63.13
England median hourly rate £21.05 £20.00 £18.66
% change year-on-year +5.25% +7.18% -1.79%

Amazon S3
Job Vacancy Trend in London

Job postings citing Amazon S3 as a proportion of all IT jobs advertised in London.

Job vacancy trend for Amazon S3 in London

Amazon S3
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Amazon S3 in London.

Daily rate trend for Amazon S3 in London

Amazon S3
Daily Rate Histogram in London

Daily rate distribution for jobs citing Amazon S3 in London over the 6 months to 10 May 2021.

Daily rate histogram for Amazon S3 in London

Amazon S3
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Amazon S3 in London.

Hourly rate trend for Amazon S3 in London

Amazon S3
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon S3 within the London region over the 6 months to 10 May 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Central London +20 23 £500 -4.76% 29
South London +38 17 £600 +20.00% 1
West London +22 4 - - 9
Amazon S3
England

For the 6 months to 10 May 2021, IT contractor jobs citing Amazon S3 also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the London region with a requirement for Amazon S3.

1 436 (96.67%) AWS
2 310 (68.74%) Serverless
3 307 (68.07%) AWS Lambda
4 284 (62.97%) Agile Software Development
5 242 (53.66%) Amazon DynamoDB
6 237 (52.55%) Docker
7 236 (52.33%) Terraform
8 233 (51.66%) Amazon RDS
9 229 (50.78%) Amazon SQS
10 224 (49.67%) Finance
11 223 (49.45%) Web Services
12 215 (47.67%) React
13 212 (47.01%) Software Engineering
14 210 (46.56%) TypeScript
15 206 (45.68%) JavaScript
16 204 (45.23%) Kubernetes
17 193 (42.79%) Front Office
18 189 (41.91%) Asset Management
19 185 (41.02%) Node.js
20 179 (39.69%) AWS Step Functions
21 167 (37.03%) Python
22 162 (35.92%) Investment Management
23 143 (31.71%) Amazon EC2
24 91 (20.18%) SQL
25 85 (18.85%) Java
26 82 (18.18%) DevOps
27 54 (11.97%) Jenkins
28 53 (11.75%) AWS CloudFormation
29 52 (11.53%) Analytics
29 52 (11.53%) ETL

Amazon S3
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 42 (9.31%) Apache Spark
2 28 (6.21%) Confluence
3 15 (3.33%) Apache Airflow
4 12 (2.66%) Apache
4 12 (2.66%) SAS
5 3 (0.67%) Adobe Experience Manager
5 3 (0.67%) Elasticsearch
5 3 (0.67%) Luigi
5 3 (0.67%) Oracle Workflow
5 3 (0.67%) SharePoint
6 2 (0.44%) Apache Pig
6 2 (0.44%) Jupyter
6 2 (0.44%) nginx
7 1 (0.22%) Tomcat
Applications
1 2 (0.44%) Chatbot
2 1 (0.22%) Spreadsheet
Business Applications
1 3 (0.67%) Dynamics CRM
2 1 (0.22%) Oracle EBS
Cloud Services
1 436 (96.67%) AWS
2 310 (68.74%) Serverless
3 307 (68.07%) AWS Lambda
4 229 (50.78%) Amazon SQS
5 179 (39.69%) AWS Step Functions
6 143 (31.71%) Amazon EC2
7 53 (11.75%) AWS CloudFormation
8 49 (10.86%) Amazon ECS
9 43 (9.53%) Amazon CloudWatch
10 40 (8.87%) Amazon EMR
11 37 (8.20%) Virtual Private Cloud
12 34 (7.54%) Amazon EKS
12 34 (7.54%) CloudFront
13 31 (6.87%) Azure
14 27 (5.99%) GitHub
14 27 (5.99%) Route 53
15 25 (5.54%) AWS CodePipeline
16 22 (4.88%) Amazon Kinesis
17 18 (3.99%) Amazon Glacier
18 16 (3.55%) AWS Fargate
Communications & Networking
1 13 (2.88%) DNS
2 7 (1.55%) HTTP
3 6 (1.33%) SSL
4 5 (1.11%) VPN
5 4 (0.89%) Internet
6 3 (0.67%) Network Security
7 2 (0.44%) DSL
7 2 (0.44%) Intrusion Detection
7 2 (0.44%) Remote Desktop
8 1 (0.22%) Firewall
Database & Business Intelligence
1 242 (53.66%) Amazon DynamoDB
2 233 (51.66%) Amazon RDS
3 49 (10.86%) Amazon Redshift
4 44 (9.76%) Big Data
5 43 (9.53%) Amazon Athena
6 39 (8.65%) PostgreSQL
7 28 (6.21%) Data Warehouse
8 27 (5.99%) Hadoop
9 25 (5.54%) Tableau
10 21 (4.66%) NoSQL
11 20 (4.43%) MySQL
12 18 (3.99%) Data Lake
12 18 (3.99%) SQL Server
13 17 (3.77%) Apache Hive
14 16 (3.55%) Snowflake Schema
15 15 (3.33%) Oracle Database
15 15 (3.33%) Relational Database
16 14 (3.10%) Star Schema
17 13 (2.88%) HBase
18 11 (2.44%) Oracle ODI
Development Applications
1 54 (11.97%) Jenkins
2 39 (8.65%) Git (software)
3 36 (7.98%) JIRA
4 13 (2.88%) JUnit
5 10 (2.22%) CircleCI
5 10 (2.22%) Mockito
6 8 (1.77%) Maven
7 7 (1.55%) Atlassian Bamboo
7 7 (1.55%) Sonatype Nexus
8 6 (1.33%) GitLab
8 6 (1.33%) Oracle APEX
9 5 (1.11%) Bitbucket
9 5 (1.11%) Cucumber
9 5 (1.11%) Selenium
9 5 (1.11%) SonarQube
10 4 (0.89%) EasyMock
10 4 (0.89%) TestNG
10 4 (0.89%) webpack
11 3 (0.67%) JMeter
12 2 (0.44%) RStudio
General
1 224 (49.67%) Finance
2 193 (42.79%) Front Office
3 30 (6.65%) Social Skills
4 13 (2.88%) Public Sector
5 10 (2.22%) Analytical Skills
6 6 (1.33%) Banking
7 5 (1.11%) Law
8 4 (0.89%) Games
9 3 (0.67%) Marketing
10 2 (0.44%) Manufacturing
10 2 (0.44%) Presentation Skills
10 2 (0.44%) Publishing
10 2 (0.44%) Retail
11 1 (0.22%) General Ledger
11 1 (0.22%) Hebrew Language
11 1 (0.22%) Pharmaceutical
Job Titles
1 254 (56.32%) Developer
2 188 (41.69%) AWS Developer
3 164 (36.36%) React Developer
4 110 (24.39%) JavaScript Developer
5 100 (22.17%) Full Stack Developer
6 87 (19.29%) Node.js Developer
7 81 (17.96%) AWS Engineer
8 70 (15.52%) Data Engineer
9 51 (11.31%) Python Engineer
10 43 (9.53%) Python Developer
11 36 (7.98%) Software Engineer
12 34 (7.54%) Architect
13 33 (7.32%) DevOps Engineer
14 26 (5.76%) Developer/Software Engineer
14 26 (5.76%) Python Software Engineer
15 22 (4.88%) JavaScript Engineer
16 20 (4.43%) AWS Architect
17 19 (4.21%) Java Developer
18 18 (3.99%) AWS DevOps
19 17 (3.77%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 223 (49.45%) Web Services
2 215 (47.67%) React
3 185 (41.02%) Node.js
4 35 (7.76%) AngularJS
4 35 (7.76%) Kafka
5 33 (7.32%) JSON
6 28 (6.21%) Vue.js
7 22 (4.88%) REST
8 17 (3.77%) Elastic Stack
9 13 (2.88%) Django
9 13 (2.88%) Spring
10 11 (2.44%) Lambda Expressions
11 10 (2.22%) HTML
11 10 (2.22%) JSON Schema
12 9 (2.00%) .NET
12 9 (2.00%) CSS
12 9 (2.00%) PySpark
12 9 (2.00%) Spring Boot
12 9 (2.00%) XML
13 8 (1.77%) Oracle GoldenGate
Miscellaneous
1 27 (5.99%) Equities
1 27 (5.99%) Foreign Exchange (FX)
2 26 (5.76%) Derivative
2 26 (5.76%) Fixed Income
3 15 (3.33%) Mobile App
4 13 (2.88%) Data Structures
5 8 (1.77%) Cloud Native
5 8 (1.77%) User Experience
6 7 (1.55%) Greenfield Project
6 7 (1.55%) Hedge funds
7 4 (0.89%) Distributed Denial-of-Service
7 4 (0.89%) Linux Command Line
7 4 (0.89%) Management Information System
7 4 (0.89%) Replication
8 3 (0.67%) Algorithms
8 3 (0.67%) Reference Data
9 2 (0.44%) Hybrid Cloud
9 2 (0.44%) Public Cloud
9 2 (0.44%) Robotics
9 2 (0.44%) Social Media
Operating Systems
1 38 (8.43%) Linux
2 19 (4.21%) Windows
3 7 (1.55%) Red Hat Enterprise Linux
4 4 (0.89%) CentOS
4 4 (0.89%) Ubuntu
4 4 (0.89%) Unix
5 2 (0.44%) Windows Server
6 1 (0.22%) Android
6 1 (0.22%) Apple iOS
6 1 (0.22%) Debian
Processes & Methodologies
1 284 (62.97%) Agile Software Development
2 212 (47.01%) Software Engineering
3 189 (41.91%) Asset Management
4 162 (35.92%) Investment Management
5 82 (18.18%) DevOps
6 52 (11.53%) Analytics
6 52 (11.53%) ETL
7 46 (10.20%) Microservices
8 29 (6.43%) Business Intelligence
9 28 (6.21%) Data Engineering
9 28 (6.21%) Data Pipeline
10 25 (5.54%) Data Science
11 24 (5.32%) Migration
12 21 (4.66%) Data Analytics
13 18 (3.99%) TDD
14 17 (3.77%) Continuous Integration
14 17 (3.77%) Machine Learning
15 16 (3.55%) Infrastructure as Code
16 15 (3.33%) Data Modelling
17 14 (3.10%) Data Integration
Programming Languages
1 210 (46.56%) TypeScript
2 206 (45.68%) JavaScript
3 167 (37.03%) Python
4 91 (20.18%) SQL
5 85 (18.85%) Java
6 30 (6.65%) Scala
7 26 (5.76%) Kotlin
8 20 (4.43%) Bash Shell
9 12 (2.66%) R
10 11 (2.44%) PL/SQL
10 11 (2.44%) Shell Script
11 10 (2.22%) Go
11 10 (2.22%) Java 8
12 9 (2.00%) PowerShell
13 8 (1.77%) C++
14 6 (1.33%) Clojure
15 4 (0.89%) Groovy
16 3 (0.67%) C#
16 3 (0.67%) Ruby
17 2 (0.44%) AWK
Qualifications
1 40 (8.87%) AWS Certification
2 37 (8.20%) Security Cleared
3 36 (7.98%) SC Cleared
4 12 (2.66%) Degree
5 7 (1.55%) Computer Science Degree
6 2 (0.44%) Master's Degree
7 1 (0.22%) BPSS Clearance
7 1 (0.22%) CISA
7 1 (0.22%) CISM
7 1 (0.22%) CISSP
7 1 (0.22%) PhD
Quality Assurance & Compliance
1 15 (3.33%) QA
2 6 (1.33%) Data Quality
3 2 (0.44%) GDPR
4 1 (0.22%) ISO/IEC 27001
4 1 (0.22%) PCI DSS
System Software
1 237 (52.55%) Docker
2 11 (2.44%) HDFS
3 9 (2.00%) Active Directory
4 2 (0.44%) Oracle RAC
4 2 (0.44%) VirtualBox
4 2 (0.44%) VMware Infrastructure
5 1 (0.22%) Virtual Machines
Systems Management
1 236 (52.33%) Terraform
2 204 (45.23%) Kubernetes
3 37 (8.20%) Ansible
4 26 (5.76%) Opscode Chef
5 24 (5.32%) Puppet
6 8 (1.77%) Packer
7 7 (1.55%) Hadoop YARN
8 6 (1.33%) Grafana
8 6 (1.33%) Oozie
9 5 (1.11%) Prometheus
10 3 (0.67%) Consul
10 3 (0.67%) Nagios
11 2 (0.44%) Enterprise Manager Cloud Control
11 2 (0.44%) Foglight
11 2 (0.44%) ZABBIX
12 1 (0.22%) Istio
12 1 (0.22%) Rancher
Vendors
1 23 (5.10%) Oracle
2 19 (4.21%) Microsoft
3 18 (3.99%) Cloudera
4 15 (3.33%) Google
4 15 (3.33%) Informatica
5 9 (2.00%) Adobe
6 6 (1.33%) SAP
6 6 (1.33%) Teradata
7 4 (0.89%) Salesforce.com
8 3 (0.67%) Vertica
9 2 (0.44%) CheckPoint
9 2 (0.44%) Databricks
9 2 (0.44%) Netezza
9 2 (0.44%) Talend
9 2 (0.44%) VMware
10 1 (0.22%) Ab Initio
10 1 (0.22%) Cisco
10 1 (0.22%) Dataiku
10 1 (0.22%) Red Hat
10 1 (0.22%) Sage